Module 15 - Deep Learning Applications

Learning Objectives

• Training Deep Neural Networks
• Understand the advantages of deep networks for efficienctly representing complex phenomenon
• Understand vanishing gradients and some mitigation techniques

Readings

• Chapter 5 and as much of 6 as you have time for of Neural Networks and Deep Learning
  • Read Chapter 6 if you
• Advanced perspective: Goodfellow Chapter 11 of the deeplearningbook